Monocular depth estimation using Machine Learning on Hugging Face. MiDaS, LeRes, etc. Easy to use.

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Link to Hugging Face spaces (Discover amazing ML apps made by the community!):
huggingface.co...
This is all about getting a depth map from a single image. All you have to do is upolad your 2d image and you get a depthmap.
Let me know which one you think is best! Don't give a link (as your comment will then not be public and only I will be able to see it), but rather the name of the space.
A big thank you to Mariusz!

Опубликовано:

7 сен 2024

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Комментарии : 27

@trollenz 2 года назад

Those interested in going further should check both "Boosting Monucular Depth" and "Boost your own depth". Mind-blowing papers.

@petersinclair5082 2 года назад

great research, Ugo........the quest towards perfect depth map conversions has moved another notch further along

@user-gx5rn9dm6u Месяц назад

Olá, me chamo Mario moro no Brasil e é o que eu estava procurando mesmo. Obrigado

@toonhead2 2 года назад

I recently found huggingface dpt-large but didn't know there were others. I'm going to check these out Thanks

@rashadratliff4967 2 года назад

A liitle heads up... You might want to run those DPT Midas Large images through a median filter if you are seeing white outlines around the depth map in the output. They will show up in 3D SBS images and lenticulars if they are not removed.

@erikals 9 месяцев назад

thanks, median worked nicely.

@rashadratliff4967 2 года назад

They should have a demo to let us double estimate. Have MidasV3 as a base and then have another like Leres or Midas to add additional details.

@MondoMurderface Год назад

My experience is.. Hybrid for Small objects with finer detail and dpt_large for large areas. I find Midas large aka Midas_v21 to just be a blurry mess. I've been using midas to generate some basic point cloud data lately.

@Axis23 5 месяцев назад

👍..Gracias por la informacion!👌

@cedvano 2 года назад

I have created a software to convert movies with this Depth Estimation (DPT), and I have good results.

@swancollective Год назад

oh I'd LOVE to check that out! where can I find it? Thanks in advance Cedvano :)

@cedvano Год назад

@@swancollective I'm still in the testing phase

@swancollective Год назад

@@cedvano thanks for your fast reply! Did you create the Back to the future trailer from a monoscopic single-channel video?

@cedvano Год назад

@@swancollective Currently I improved the 3D rendering, for a little more depth. I work on HD quality video clips. But I'm glad to see that someone is interested. I will try to post other videos and I create a blog to bypass RU-vid copyrights.

@swancollective Год назад

@@cedvano and what program do you use for the 3D conversion?